Classification on PubMed 20 labels per class (test)
79.5AccuracyMT-GCN
Evaluation Results
| Method | Links | |
|---|---|---|
| MT-GCNLabeled per class=202020.09 | 79.5 | |
| GCN+VLabeled per class=202020.09 | 79.1 | |
| UnionLabeled per class=202020.09 | 78.3 | |
| GCN-VLabeled per class=202020.09 | 78.2 | |
| PlanetoidLabeled per class=202020.09 | 77.2 | |
| Co-trainingLabeled per class=202020.09 | 77.1 | |
| IntersectionLabeled per class=202020.09 | 77 | |
| Self-trainingLabeled per class=202020.09 | 76.9 | |
| ICALabeled per class=202020.09 | 73.9 | |
| SemiEmbLabeled per class=202020.09 | 71.7 | |
| ManiRegLabeled per class=202020.09 | 70.7 | |
| DeepWalkLabeled per class=202020.09 | 65.3 | |
| LPLabeled per class=202020.09 | 63 | |
| GCN+VLabels per class=202018.01 | 0.791 | |
| UnionLabels per class=202018.01 | 0.783 | |
| GCN-VLabels per class=202018.01 | 0.782 | |
| PlanetoidLabels per class=202018.01 | 0.772 | |
| Co-trainingLabels per class=202018.01 | 0.771 | |
| IntersectionLabels per class=202018.01 | 0.77 | |
| Self-trainingLabels per class=202018.01 | 0.769 | |
| ICALabels per class=202018.01 | 0.739 | |
| SemiEmbLabels per class=202018.01 | 0.717 | |
| ManiRegLabels per class=202018.01 | 0.707 | |
| DeepWalkLabels per class=202018.01 | 0.653 | |
| LPLabels per class=202018.01 | 0.63 |